genscore: Generalized Score Matching Estimators

Implementation of the Generalized Score Matching estimator in Yu et al. (2019) <https://jmlr.org/papers/v20/18-278.html> for non-negative graphical models (truncated Gaussian, exponential square-root, gamma, a-b models) and univariate truncated Gaussian distributions. Also includes the original estimator for untruncated Gaussian graphical models from Lin et al. (2016) <doi:10.1214/16-EJS1126>, with the addition of a diagonal multiplier.

Version:	1.0.2.2
Imports:	Rdpack, mvtnorm, tmvtnorm, stringr
Suggests:	Matrix, igraph, zoo, knitr, rmarkdown, cubature
Published:	2023-12-16
DOI:	10.32614/CRAN.package.genscore
Author:	Shiqing Yu, Lina Lin, Wally Gilks
Maintainer:	Shiqing Yu <syu.phd at gmail.com>
BugReports:	https://github.com/sqyu/genscore/issues
License:	GPL-3
URL:	https://github.com/sqyu/genscore
NeedsCompilation:	yes
Materials:	README, NEWS
CRAN checks:	genscore results

Documentation:

Reference manual:	genscore.html , genscore.pdf
Vignettes:	my-vignette (source)

Downloads:

Package source:	genscore_1.0.2.2.tar.gz
Windows binaries:	r-devel: genscore_1.0.2.2.zip, r-release: genscore_1.0.2.2.zip, r-oldrel: genscore_1.0.2.2.zip
macOS binaries:	r-release (arm64): genscore_1.0.2.2.tgz, r-oldrel (arm64): genscore_1.0.2.2.tgz, r-release (x86_64): genscore_1.0.2.2.tgz, r-oldrel (x86_64): genscore_1.0.2.2.tgz
Old sources:	genscore archive

Reverse dependencies:

Reverse imports:

HGMND

Linking:

Please use the canonical form https://CRAN.R-project.org/package=genscore to link to this page.